examples: migrate to the native data layer (drop ws/coder-websocket/jackson/jsonlite) (#316)
Stacked on #315 (the native Binance REST fetcher). Retarget to `main` once #315 merges. Migrates the runnable examples off third-party data-I/O packages onto Wickra's native data layer (`CandleReader`, `Resampler`, `BinanceFeed`, `fetch_*klines`). ## Third-party packages removed (the zero-dep selling point) - **Node**: `ws` (live feed → BinanceFeed) — dropped from package.json + lockfile - **Go**: `github.com/coder/websocket` — dropped from go.mod / go.sum (`go mod tidy`) - **Java**: `jackson-databind` (live feed + REST fetch) — dropped from pom.xml - **R**: `jsonlite` + `websocket` + `later` — dropped from the README notes Each language's CSV loading now goes through `CandleReader`, manual resampling through `Resampler`, the live feed through `BinanceFeed`, and (Java/R) the REST download through the native fetcher. ## Verification Ran the offline examples per language against the bundled data — backtest and multi_timeframe produce identical output across Python / Node / Go / Java / R (e.g. ATR(14) last 345.1010; 1h→5m resamples to 240 bars, →15m to 80 bars). C# / C / WASM (stdlib-only, no third-party deps to remove) follow in this branch. Note: the streaming `strategy_*` examples have pre-existing candle-indicator runtime bugs (CI only syntax-smokes them); the CSV migration preserves their shape and leaves those bugs for a separate fix.
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# Download real BTCUSDT hourly klines from the Binance REST API into a CSV that the
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# other examples can consume. Requires network access and the 'jsonlite' package.
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if (!requireNamespace("jsonlite", quietly = TRUE)) stop("install 'jsonlite' to run this example")
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url <- "https://api.binance.com/api/v3/klines?symbol=BTCUSDT&interval=1h&limit=500"
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cat("Fetching", url, "\n")
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klines <- jsonlite::fromJSON(url)
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# other examples can consume, using Wickra's native fetcher — no third-party packages.
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# Requires network access.
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library(wickra)
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cat("Fetching 500 BTCUSDT 1h klines from Binance...\n")
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# Interval code 6 == 1h. Returns an (n x 6) matrix with columns
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# open, high, low, close, volume, timestamp.
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m <- fetch_binance_klines("BTCUSDT", 6L, 500L)
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dir.create("data", showWarnings = FALSE)
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df <- data.frame(
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timestamp = as.numeric(klines[, 1]), open = klines[, 2], high = klines[, 3],
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low = klines[, 4], close = klines[, 5], volume = klines[, 6]
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timestamp = m[, "timestamp"], open = m[, "open"], high = m[, "high"],
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low = m[, "low"], close = m[, "close"], volume = m[, "volume"]
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)
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utils::write.csv(df, "data/btcusdt_1h.csv", row.names = FALSE, quote = FALSE)
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cat(sprintf("Wrote %d klines to data/btcusdt_1h.csv\n", nrow(df)))
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